Overview

Dataset statistics

Number of variables27
Number of observations1356
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory286.2 KiB
Average record size in memory216.1 B

Variable types

NUM26
BOOL1

Reproduction

Analysis started2021-05-24 02:44:24.368895
Analysis finished2021-05-24 02:49:21.528625
Duration4 minutes and 57.16 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

click_buy has constant value "0" Constant
df_index has unique values Unique
user_id has unique values Unique
main_home has 116 (8.6%) zeros Zeros
main_home2 has 72 (5.3%) zeros Zeros
mainpage has 273 (20.1%) zeros Zeros
schoolreportpage has 573 (42.3%) zeros Zeros
main_mime has 912 (67.3%) zeros Zeros
lightcoursetab has 797 (58.8%) zeros Zeros
main_learnpark has 928 (68.4%) zeros Zeros
partnergamebarrierspage has 1272 (93.8%) zeros Zeros
evaulationcenter has 889 (65.6%) zeros Zeros
coupon_visit has 1263 (93.1%) zeros Zeros
progress_bar has 1129 (83.3%) zeros Zeros
ppt has 472 (34.8%) zeros Zeros
task has 355 (26.2%) zeros Zeros
video_play has 396 (29.2%) zeros Zeros
video_read has 421 (31.0%) zeros Zeros
next_nize has 470 (34.7%) zeros Zeros
answer_task has 361 (26.6%) zeros Zeros
chapter_module has 296 (21.8%) zeros Zeros
course_tab has 419 (30.9%) zeros Zeros
slide_subscribe has 312 (23.0%) zeros Zeros
baby_info has 292 (21.5%) zeros Zeros
click_notunlocked has 696 (51.3%) zeros Zeros
share has 512 (37.8%) zeros Zeros
click_dialog has 300 (22.1%) zeros Zeros

Variables

df_index
Real number (ℝ≥0)

UNIQUE

Distinct count1356
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean67878.94542772861
Minimum31
Maximum135489
Zeros0
Zeros (%)0.0%
Memory size10.6 KiB
2021-05-24T10:49:21.789529image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum31
5-th percentile5959.25
Q133084.25
median67894.5
Q3102800.5
95-th percentile128893.25
Maximum135489
Range135458
Interquartile range (IQR)69716.25

Descriptive statistics

Standard deviation39938.44785
Coefficient of variation (CV)0.5883775536
Kurtosis-1.250489575
Mean67878.94543
Median Absolute Deviation (MAD)34925.5
Skewness-0.02469964093
Sum92043850
Variance1595079617
2021-05-24T10:49:22.161802image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2048010.1%
 
5711610.1%
 
5463010.1%
 
10992510.1%
 
11402010.1%
 
10834210.1%
 
9558610.1%
 
5476010.1%
 
2059710.1%
 
9490610.1%
 
Other values (1346)134699.3%
 
ValueCountFrequency (%) 
3110.1%
 
19310.1%
 
25610.1%
 
30710.1%
 
36910.1%
 
ValueCountFrequency (%) 
13548910.1%
 
13534710.1%
 
13520110.1%
 
13511910.1%
 
13510910.1%
 

user_id
Real number (ℝ≥0)

UNIQUE

Distinct count1356
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2000002533284855.0
Minimum2000001563162083
Maximum2000002947214747
Zeros0
Zeros (%)0.0%
Memory size10.6 KiB
2021-05-24T10:49:22.519935image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum2.000001563e+15
5-th percentile2.000002187e+15
Q12.000002415e+15
median2.000002499e+15
Q32.000002733e+15
95-th percentile2.000002919e+15
Maximum2.000002947e+15
Range1384052664
Interquartile range (IQR)317575703

Descriptive statistics

Standard deviation263043138.3
Coefficient of variation (CV)1.315214025e-07
Kurtosis3.549826156
Mean2.000002533e+15
Median Absolute Deviation (MAD)126626822
Skewness-1.33560442
Sum2.712003435e+18
Variance6.919169258e+16
2021-05-24T10:49:22.777115image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.000002607e+1510.1%
 
2.000002749e+1510.1%
 
2.000002505e+1510.1%
 
2.000002364e+1510.1%
 
2.000002475e+1510.1%
 
2.000002496e+1510.1%
 
2.000001581e+1510.1%
 
2.000002928e+1510.1%
 
2.000002763e+1510.1%
 
2.000002749e+1510.1%
 
Other values (1346)134699.3%
 
ValueCountFrequency (%) 
2.000001563e+1510.1%
 
2.00000157e+1510.1%
 
2.000001571e+1510.1%
 
2.000001574e+1510.1%
 
2.000001576e+1510.1%
 
ValueCountFrequency (%) 
2.000002947e+1510.1%
 
2.000002946e+1510.1%
 
2.000002945e+1510.1%
 
2.000002945e+1510.1%
 
2.000002945e+1510.1%
 

main_home
Real number (ℝ≥0)

ZEROS

Distinct count201
Unique (%)14.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean57.37684365781711
Minimum0
Maximum359
Zeros116
Zeros (%)8.6%
Memory size10.6 KiB
2021-05-24T10:49:23.113082image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q113
median46.5
Q388.25
95-th percentile155.25
Maximum359
Range359
Interquartile range (IQR)75.25

Descriptive statistics

Standard deviation52.12426561
Coefficient of variation (CV)0.9084547403
Kurtosis1.706445275
Mean57.37684366
Median Absolute Deviation (MAD)36.5
Skewness1.1290938
Sum77803
Variance2716.939065
2021-05-24T10:49:23.424376image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
01168.6%
 
1312.3%
 
3261.9%
 
6241.8%
 
2231.7%
 
4221.6%
 
5211.5%
 
11181.3%
 
17171.3%
 
55161.2%
 
Other values (191)104276.8%
 
ValueCountFrequency (%) 
01168.6%
 
1312.3%
 
2231.7%
 
3261.9%
 
4221.6%
 
ValueCountFrequency (%) 
35910.1%
 
29810.1%
 
29110.1%
 
28910.1%
 
27010.1%
 

main_home2
Real number (ℝ≥0)

ZEROS

Distinct count194
Unique (%)14.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean48.98451327433628
Minimum0
Maximum386
Zeros72
Zeros (%)5.3%
Memory size10.6 KiB
2021-05-24T10:49:23.732051image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q114
median34
Q368
95-th percentile146.25
Maximum386
Range386
Interquartile range (IQR)54

Descriptive statistics

Standard deviation48.96576615
Coefficient of variation (CV)0.9996172846
Kurtosis5.109347187
Mean48.98451327
Median Absolute Deviation (MAD)25
Skewness1.874951247
Sum66423
Variance2397.646254
2021-05-24T10:49:23.981726image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0725.3%
 
2443.2%
 
15322.4%
 
6292.1%
 
7292.1%
 
4231.7%
 
19221.6%
 
12211.5%
 
31211.5%
 
18211.5%
 
Other values (184)104276.8%
 
ValueCountFrequency (%) 
0725.3%
 
110.1%
 
2443.2%
 
3131.0%
 
4231.7%
 
ValueCountFrequency (%) 
38610.1%
 
33110.1%
 
31810.1%
 
30310.1%
 
28510.1%
 

mainpage
Real number (ℝ≥0)

ZEROS

Distinct count42
Unique (%)3.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.289823008849558
Minimum0
Maximum61
Zeros273
Zeros (%)20.1%
Memory size10.6 KiB
2021-05-24T10:49:24.250372image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q37
95-th percentile18
Maximum61
Range61
Interquartile range (IQR)6

Descriptive statistics

Standard deviation6.855121691
Coefficient of variation (CV)1.295907572
Kurtosis11.11816893
Mean5.289823009
Median Absolute Deviation (MAD)3
Skewness2.781428674
Sum7173
Variance46.9926934
2021-05-24T10:49:24.490799image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027320.1%
 
119214.2%
 
214310.5%
 
31218.9%
 
5957.0%
 
4906.6%
 
6685.0%
 
8523.8%
 
9483.5%
 
7433.2%
 
Other values (32)23117.0%
 
ValueCountFrequency (%) 
027320.1%
 
119214.2%
 
214310.5%
 
31218.9%
 
4906.6%
 
ValueCountFrequency (%) 
6110.1%
 
4820.1%
 
4310.1%
 
4210.1%
 
4120.1%
 

schoolreportpage
Real number (ℝ≥0)

ZEROS

Distinct count32
Unique (%)2.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.801622418879056
Minimum0
Maximum64
Zeros573
Zeros (%)42.3%
Memory size10.6 KiB
2021-05-24T10:49:24.761889image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q36
95-th percentile14
Maximum64
Range64
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.750766766
Coefficient of variation (CV)1.512713819
Kurtosis21.44028083
Mean3.801622419
Median Absolute Deviation (MAD)2
Skewness3.349294687
Sum5155
Variance33.0713184
2021-05-24T10:49:24.999887image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
057342.3%
 
213610.0%
 
1946.9%
 
4856.3%
 
6695.1%
 
8685.0%
 
3634.6%
 
10503.7%
 
5362.7%
 
12261.9%
 
Other values (22)15611.5%
 
ValueCountFrequency (%) 
057342.3%
 
1946.9%
 
213610.0%
 
3634.6%
 
4856.3%
 
ValueCountFrequency (%) 
6410.1%
 
5620.1%
 
4310.1%
 
3310.1%
 
3010.1%
 

main_mime
Real number (ℝ≥0)

ZEROS

Distinct count17
Unique (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7588495575221239
Minimum0
Maximum33
Zeros912
Zeros (%)67.3%
Memory size10.6 KiB
2021-05-24T10:49:25.254530image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile3
Maximum33
Range33
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.83007749
Coefficient of variation (CV)2.411647305
Kurtosis83.13714299
Mean0.7588495575
Median Absolute Deviation (MAD)0
Skewness6.727092631
Sum1029
Variance3.34918362
2021-05-24T10:49:25.505448image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
091267.3%
 
122416.5%
 
21057.7%
 
3493.6%
 
4191.4%
 
5151.1%
 
6110.8%
 
850.4%
 
940.3%
 
1130.2%
 
Other values (7)90.7%
 
ValueCountFrequency (%) 
091267.3%
 
122416.5%
 
21057.7%
 
3493.6%
 
4191.4%
 
ValueCountFrequency (%) 
3310.1%
 
1610.1%
 
1410.1%
 
1310.1%
 
1210.1%
 

lightcoursetab
Real number (ℝ≥0)

ZEROS

Distinct count22
Unique (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1688790560471976
Minimum0
Maximum44
Zeros797
Zeros (%)58.8%
Memory size10.6 KiB
2021-05-24T10:49:25.989904image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile5
Maximum44
Range44
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.624933905
Coefficient of variation (CV)2.245684779
Kurtosis69.54794778
Mean1.168879056
Median Absolute Deviation (MAD)0
Skewness6.381665569
Sum1585
Variance6.890278005
2021-05-24T10:49:26.238617image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
079758.8%
 
123517.3%
 
213610.0%
 
3685.0%
 
4413.0%
 
5211.5%
 
7110.8%
 
8110.8%
 
9100.7%
 
690.7%
 
Other values (12)171.3%
 
ValueCountFrequency (%) 
079758.8%
 
123517.3%
 
213610.0%
 
3685.0%
 
4413.0%
 
ValueCountFrequency (%) 
4410.1%
 
2410.1%
 
2310.1%
 
2120.1%
 
1820.1%
 

main_learnpark
Real number (ℝ≥0)

ZEROS

Distinct count21
Unique (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.0619469026548674
Minimum0
Maximum24
Zeros928
Zeros (%)68.4%
Memory size10.6 KiB
2021-05-24T10:49:26.501627image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile6
Maximum24
Range24
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.585625387
Coefficient of variation (CV)2.434797239
Kurtosis25.29051958
Mean1.061946903
Median Absolute Deviation (MAD)0
Skewness4.371802416
Sum1440
Variance6.685458642
2021-05-24T10:49:26.777499image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
092868.4%
 
116512.2%
 
2876.4%
 
3513.8%
 
4292.1%
 
5241.8%
 
6181.3%
 
8110.8%
 
790.7%
 
1070.5%
 
Other values (11)272.0%
 
ValueCountFrequency (%) 
092868.4%
 
116512.2%
 
2876.4%
 
3513.8%
 
4292.1%
 
ValueCountFrequency (%) 
2420.1%
 
2310.1%
 
2210.1%
 
2010.1%
 
1740.3%
 

partnergamebarrierspage
Real number (ℝ≥0)

ZEROS

Distinct count32
Unique (%)2.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8539823008849557
Minimum0
Maximum95
Zeros1272
Zeros (%)93.8%
Memory size10.6 KiB
2021-05-24T10:49:27.069195image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile4
Maximum95
Range95
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5.273416483
Coefficient of variation (CV)6.175088731
Kurtosis141.8678771
Mean0.8539823009
Median Absolute Deviation (MAD)0
Skewness10.66678734
Sum1158
Variance27.8089214
2021-05-24T10:49:27.298291image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0127293.8%
 
590.7%
 
270.5%
 
470.5%
 
360.4%
 
1450.4%
 
640.3%
 
740.3%
 
840.3%
 
1330.2%
 
Other values (22)352.6%
 
ValueCountFrequency (%) 
0127293.8%
 
110.1%
 
270.5%
 
360.4%
 
470.5%
 
ValueCountFrequency (%) 
9510.1%
 
6910.1%
 
6510.1%
 
6310.1%
 
6110.1%
 

evaulationcenter
Real number (ℝ≥0)

ZEROS

Distinct count38
Unique (%)2.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.314159292035398
Minimum0
Maximum63
Zeros889
Zeros (%)65.6%
Memory size10.6 KiB
2021-05-24T10:49:27.517796image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile12
Maximum63
Range63
Interquartile range (IQR)2

Descriptive statistics

Standard deviation5.604173994
Coefficient of variation (CV)2.421688953
Kurtosis24.72712297
Mean2.314159292
Median Absolute Deviation (MAD)0
Skewness4.278029496
Sum3138
Variance31.40676616
2021-05-24T10:49:27.771700image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
088965.6%
 
1957.0%
 
3654.8%
 
2523.8%
 
4473.5%
 
5302.2%
 
7272.0%
 
6261.9%
 
9231.7%
 
10120.9%
 
Other values (28)906.6%
 
ValueCountFrequency (%) 
088965.6%
 
1957.0%
 
2523.8%
 
3654.8%
 
4473.5%
 
ValueCountFrequency (%) 
6310.1%
 
4520.1%
 
4110.1%
 
3710.1%
 
3510.1%
 

coupon_visit
Real number (ℝ≥0)

ZEROS

Distinct count8
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.12020648967551623
Minimum0
Maximum8
Zeros1263
Zeros (%)93.1%
Memory size10.6 KiB
2021-05-24T10:49:28.036636image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum8
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.5483328252
Coefficient of variation (CV)4.561590865
Kurtosis62.94407263
Mean0.1202064897
Median Absolute Deviation (MAD)0
Skewness6.866731954
Sum163
Variance0.3006688872
2021-05-24T10:49:28.284632image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0126393.1%
 
1533.9%
 
2261.9%
 
370.5%
 
530.2%
 
420.1%
 
610.1%
 
810.1%
 
ValueCountFrequency (%) 
0126393.1%
 
1533.9%
 
2261.9%
 
370.5%
 
420.1%
 
ValueCountFrequency (%) 
810.1%
 
610.1%
 
530.2%
 
420.1%
 
370.5%
 

click_buy
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.6 KiB
0
1356
ValueCountFrequency (%) 
01356100.0%
 

progress_bar
Real number (ℝ≥0)

ZEROS

Distinct count150
Unique (%)11.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.117994100294986
Minimum0
Maximum2535
Zeros1129
Zeros (%)83.3%
Memory size10.6 KiB
2021-05-24T10:49:28.579968image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile193.25
Maximum2535
Range2535
Interquartile range (IQR)0

Descriptive statistics

Standard deviation179.7337332
Coefficient of variation (CV)4.842226461
Kurtosis67.74527478
Mean37.1179941
Median Absolute Deviation (MAD)0
Skewness7.482660698
Sum50332
Variance32304.21485
2021-05-24T10:49:28.834726image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0112983.3%
 
1110.8%
 
580.6%
 
470.5%
 
240.3%
 
1940.3%
 
840.3%
 
1330.2%
 
3230.2%
 
3130.2%
 
Other values (140)18013.3%
 
ValueCountFrequency (%) 
0112983.3%
 
1110.8%
 
240.3%
 
330.2%
 
470.5%
 
ValueCountFrequency (%) 
253510.1%
 
195910.1%
 
180210.1%
 
179610.1%
 
149710.1%
 

ppt
Real number (ℝ≥0)

ZEROS

Distinct count111
Unique (%)8.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.846607669616517
Minimum0
Maximum789
Zeros472
Zeros (%)34.8%
Memory size10.6 KiB
2021-05-24T10:49:29.214315image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median17
Q336
95-th percentile74
Maximum789
Range789
Interquartile range (IQR)36

Descriptive statistics

Standard deviation34.03525516
Coefficient of variation (CV)1.427257731
Kurtosis189.6391662
Mean23.84660767
Median Absolute Deviation (MAD)17
Skewness9.286824855
Sum32336
Variance1158.398594
2021-05-24T10:49:29.593773image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
047234.8%
 
341007.4%
 
9715.2%
 
17503.7%
 
25433.2%
 
8332.4%
 
35272.0%
 
36261.9%
 
26261.9%
 
43251.8%
 
Other values (101)48335.6%
 
ValueCountFrequency (%) 
047234.8%
 
140.3%
 
230.2%
 
350.4%
 
4110.8%
 
ValueCountFrequency (%) 
78910.1%
 
18810.1%
 
18610.1%
 
17310.1%
 
16420.1%
 

task
Real number (ℝ≥0)

ZEROS

Distinct count74
Unique (%)5.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.646755162241888
Minimum0
Maximum120
Zeros355
Zeros (%)26.2%
Memory size10.6 KiB
2021-05-24T10:49:29.909149image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median14
Q328
95-th percentile46
Maximum120
Range120
Interquartile range (IQR)28

Descriptive statistics

Standard deviation16.38737242
Coefficient of variation (CV)0.9844184201
Kurtosis1.688941705
Mean16.64675516
Median Absolute Deviation (MAD)14
Skewness1.04230399
Sum22573
Variance268.5459747
2021-05-24T10:49:30.181737image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
035526.2%
 
7493.6%
 
1453.3%
 
28413.0%
 
29402.9%
 
25362.7%
 
30342.5%
 
6332.4%
 
24322.4%
 
27312.3%
 
Other values (64)66048.7%
 
ValueCountFrequency (%) 
035526.2%
 
1453.3%
 
2302.2%
 
3151.1%
 
4231.7%
 
ValueCountFrequency (%) 
12010.1%
 
9310.1%
 
8710.1%
 
8520.1%
 
7910.1%
 

video_play
Real number (ℝ≥0)

ZEROS

Distinct count131
Unique (%)9.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.728613569321535
Minimum0
Maximum381
Zeros396
Zeros (%)29.2%
Memory size10.6 KiB
2021-05-24T10:49:30.554600image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median14
Q332.25
95-th percentile84
Maximum381
Range381
Interquartile range (IQR)32.25

Descriptive statistics

Standard deviation33.93849581
Coefficient of variation (CV)1.430277235
Kurtosis20.92930797
Mean23.72861357
Median Absolute Deviation (MAD)14
Skewness3.520379958
Sum32176
Variance1151.821498
2021-05-24T10:49:30.822041image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
039629.2%
 
14352.6%
 
18332.4%
 
23322.4%
 
15312.3%
 
3302.2%
 
1292.1%
 
20241.8%
 
24211.5%
 
29211.5%
 
Other values (121)70451.9%
 
ValueCountFrequency (%) 
039629.2%
 
1292.1%
 
2161.2%
 
3302.2%
 
4171.3%
 
ValueCountFrequency (%) 
38110.1%
 
30410.1%
 
28910.1%
 
24610.1%
 
24210.1%
 

video_read
Real number (ℝ≥0)

ZEROS

Distinct count108
Unique (%)8.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.724926253687315
Minimum0
Maximum151
Zeros421
Zeros (%)31.0%
Memory size10.6 KiB
2021-05-24T10:49:31.100755image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median17
Q340
95-th percentile70
Maximum151
Range151
Interquartile range (IQR)40

Descriptive statistics

Standard deviation25.92772238
Coefficient of variation (CV)1.092847333
Kurtosis2.073113801
Mean23.72492625
Median Absolute Deviation (MAD)17
Skewness1.285670127
Sum32171
Variance672.2467878
2021-05-24T10:49:31.387872image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
042131.0%
 
1483.5%
 
36282.1%
 
12261.9%
 
6241.8%
 
24241.8%
 
25221.6%
 
8221.6%
 
31201.5%
 
26181.3%
 
Other values (98)70351.8%
 
ValueCountFrequency (%) 
042131.0%
 
1483.5%
 
2120.9%
 
340.3%
 
430.2%
 
ValueCountFrequency (%) 
15110.1%
 
15010.1%
 
14510.1%
 
14010.1%
 
13510.1%
 

next_nize
Real number (ℝ≥0)

ZEROS

Distinct count120
Unique (%)8.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.26032448377581
Minimum0
Maximum277
Zeros470
Zeros (%)34.7%
Memory size10.6 KiB
2021-05-24T10:49:31.640483image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median16
Q333
95-th percentile78.25
Maximum277
Range277
Interquartile range (IQR)33

Descriptive statistics

Standard deviation29.64639211
Coefficient of variation (CV)1.274547658
Kurtosis11.39027312
Mean23.26032448
Median Absolute Deviation (MAD)16
Skewness2.599203348
Sum31541
Variance878.9085649
2021-05-24T10:49:31.876714image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
047034.7%
 
281148.4%
 
7735.4%
 
21594.4%
 
14513.8%
 
36372.7%
 
29261.9%
 
9221.6%
 
35211.5%
 
27201.5%
 
Other values (110)46334.1%
 
ValueCountFrequency (%) 
047034.7%
 
120.1%
 
260.4%
 
410.1%
 
520.1%
 
ValueCountFrequency (%) 
27710.1%
 
24910.1%
 
21310.1%
 
20110.1%
 
18510.1%
 

answer_task
Real number (ℝ≥0)

ZEROS

Distinct count77
Unique (%)5.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.274336283185841
Minimum0
Maximum205
Zeros361
Zeros (%)26.6%
Memory size10.6 KiB
2021-05-24T10:49:32.123686image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median7
Q318
95-th percentile41.25
Maximum205
Range205
Interquartile range (IQR)18

Descriptive statistics

Standard deviation16.72993532
Coefficient of variation (CV)1.363001219
Kurtosis22.05904026
Mean12.27433628
Median Absolute Deviation (MAD)7
Skewness3.383169186
Sum16644
Variance279.8907357
2021-05-24T10:49:32.308091image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
036126.6%
 
3785.8%
 
1715.2%
 
6554.1%
 
9513.8%
 
12493.6%
 
2473.5%
 
18423.1%
 
7392.9%
 
5362.7%
 
Other values (67)52738.9%
 
ValueCountFrequency (%) 
036126.6%
 
1715.2%
 
2473.5%
 
3785.8%
 
4211.5%
 
ValueCountFrequency (%) 
20510.1%
 
15410.1%
 
12710.1%
 
11410.1%
 
10810.1%
 

chapter_module
Real number (ℝ≥0)

ZEROS

Distinct count77
Unique (%)5.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.67551622418879
Minimum0
Maximum133
Zeros296
Zeros (%)21.8%
Memory size10.6 KiB
2021-05-24T10:49:32.517138image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median5
Q314
95-th percentile42
Maximum133
Range133
Interquartile range (IQR)13

Descriptive statistics

Standard deviation15.02296464
Coefficient of variation (CV)1.407235428
Kurtosis9.754988097
Mean10.67551622
Median Absolute Deviation (MAD)5
Skewness2.627216228
Sum14476
Variance225.6894665
2021-05-24T10:49:32.738695image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029621.8%
 
11309.6%
 
2866.3%
 
3775.7%
 
6725.3%
 
7533.9%
 
5523.8%
 
4473.5%
 
8443.2%
 
12322.4%
 
Other values (67)46734.4%
 
ValueCountFrequency (%) 
029621.8%
 
11309.6%
 
2866.3%
 
3775.7%
 
4473.5%
 
ValueCountFrequency (%) 
13310.1%
 
10310.1%
 
10210.1%
 
9710.1%
 
9610.1%
 

course_tab
Real number (ℝ≥0)

ZEROS

Distinct count117
Unique (%)8.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.073008849557523
Minimum0
Maximum260
Zeros419
Zeros (%)30.9%
Memory size10.6 KiB
2021-05-24T10:49:33.165896image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q317
95-th percentile68.25
Maximum260
Range260
Interquartile range (IQR)17

Descriptive statistics

Standard deviation28.28319846
Coefficient of variation (CV)1.876413578
Kurtosis18.59995936
Mean15.07300885
Median Absolute Deviation (MAD)3
Skewness3.669489603
Sum20439
Variance799.9393152
2021-05-24T10:49:33.331881image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
041930.9%
 
11178.6%
 
2987.2%
 
3614.5%
 
6443.2%
 
4413.0%
 
5362.7%
 
8322.4%
 
7251.8%
 
10211.5%
 
Other values (107)46234.1%
 
ValueCountFrequency (%) 
041930.9%
 
11178.6%
 
2987.2%
 
3614.5%
 
4413.0%
 
ValueCountFrequency (%) 
26010.1%
 
25310.1%
 
24110.1%
 
20510.1%
 
19810.1%
 

slide_subscribe
Real number (ℝ≥0)

ZEROS

Distinct count29
Unique (%)2.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.814159292035398
Minimum0
Maximum52
Zeros312
Zeros (%)23.0%
Memory size10.6 KiB
2021-05-24T10:49:33.551579image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q35
95-th percentile12
Maximum52
Range52
Interquartile range (IQR)4

Descriptive statistics

Standard deviation4.43311658
Coefficient of variation (CV)1.162278825
Kurtosis17.4055631
Mean3.814159292
Median Absolute Deviation (MAD)2
Skewness2.94084279
Sum5172
Variance19.65252261
2021-05-24T10:49:33.726996image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
031223.0%
 
220114.8%
 
115211.2%
 
314310.5%
 
41098.0%
 
51017.4%
 
6876.4%
 
7594.4%
 
9443.2%
 
8362.7%
 
Other values (19)1128.3%
 
ValueCountFrequency (%) 
031223.0%
 
115211.2%
 
220114.8%
 
314310.5%
 
41098.0%
 
ValueCountFrequency (%) 
5210.1%
 
4010.1%
 
3010.1%
 
2910.1%
 
2630.2%
 

baby_info
Real number (ℝ≥0)

ZEROS

Distinct count22
Unique (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.247787610619469
Minimum0
Maximum49
Zeros292
Zeros (%)21.5%
Memory size10.6 KiB
2021-05-24T10:49:33.906655image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q13
median5
Q35
95-th percentile9
Maximum49
Range49
Interquartile range (IQR)2

Descriptive statistics

Standard deviation3.315260851
Coefficient of variation (CV)0.7804676587
Kurtosis32.01046131
Mean4.247787611
Median Absolute Deviation (MAD)2
Skewness2.966676552
Sum5760
Variance10.99095451
2021-05-24T10:49:34.078495image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
553939.7%
 
029221.5%
 
319214.2%
 
7936.9%
 
6604.4%
 
4503.7%
 
9282.1%
 
8272.0%
 
10171.3%
 
11171.3%
 
Other values (12)413.0%
 
ValueCountFrequency (%) 
029221.5%
 
1120.9%
 
220.1%
 
319214.2%
 
4503.7%
 
ValueCountFrequency (%) 
4910.1%
 
3710.1%
 
2310.1%
 
1910.1%
 
1810.1%
 

click_notunlocked
Real number (ℝ≥0)

ZEROS

Distinct count23
Unique (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.7514749262536873
Minimum0
Maximum31
Zeros696
Zeros (%)51.3%
Memory size10.6 KiB
2021-05-24T10:49:34.256880image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile8
Maximum31
Range31
Interquartile range (IQR)2

Descriptive statistics

Standard deviation3.032085134
Coefficient of variation (CV)1.731161028
Kurtosis16.47770323
Mean1.751474926
Median Absolute Deviation (MAD)0
Skewness3.284190728
Sum2375
Variance9.193540258
2021-05-24T10:49:34.423477image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
069651.3%
 
120014.7%
 
21319.7%
 
31057.7%
 
4574.2%
 
5413.0%
 
6362.7%
 
7211.5%
 
8161.2%
 
10141.0%
 
Other values (13)392.9%
 
ValueCountFrequency (%) 
069651.3%
 
120014.7%
 
21319.7%
 
31057.7%
 
4574.2%
 
ValueCountFrequency (%) 
3110.1%
 
2610.1%
 
2410.1%
 
1910.1%
 
1820.1%
 

share
Real number (ℝ≥0)

ZEROS

Distinct count38
Unique (%)2.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.81047197640118
Minimum0
Maximum117
Zeros512
Zeros (%)37.8%
Memory size10.6 KiB
2021-05-24T10:49:34.593735image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q38
95-th percentile16
Maximum117
Range117
Interquartile range (IQR)8

Descriptive statistics

Standard deviation6.970485554
Coefficient of variation (CV)1.449023212
Kurtosis52.93967596
Mean4.810471976
Median Absolute Deviation (MAD)2
Skewness4.561253498
Sum6523
Variance48.58766885
2021-05-24T10:49:34.772987image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
051237.8%
 
21088.0%
 
11017.4%
 
6644.7%
 
4634.6%
 
3544.0%
 
5544.0%
 
7523.8%
 
8523.8%
 
9413.0%
 
Other values (28)25518.8%
 
ValueCountFrequency (%) 
051237.8%
 
11017.4%
 
21088.0%
 
3544.0%
 
4634.6%
 
ValueCountFrequency (%) 
11710.1%
 
4710.1%
 
4610.1%
 
4510.1%
 
3820.1%
 

click_dialog
Real number (ℝ≥0)

ZEROS

Distinct count6
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9727138643067846
Minimum0
Maximum5
Zeros300
Zeros (%)22.1%
Memory size10.6 KiB
2021-05-24T10:49:34.963888image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile2
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.7429821297
Coefficient of variation (CV)0.7638239332
Kurtosis4.080913942
Mean0.9727138643
Median Absolute Deviation (MAD)0
Skewness1.319562817
Sum1319
Variance0.552022445
2021-05-24T10:49:35.116866image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
186463.7%
 
030022.1%
 
214010.3%
 
3362.7%
 
4131.0%
 
530.2%
 
ValueCountFrequency (%) 
030022.1%
 
186463.7%
 
214010.3%
 
3362.7%
 
4131.0%
 
ValueCountFrequency (%) 
530.2%
 
4131.0%
 
3362.7%
 
214010.3%
 
186463.7%
 

Interactions

2021-05-24T10:44:41.811770image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:42.522844image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:42.906491image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:43.533131image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:43.941647image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:44.301842image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:44.659578image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:45.197099image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:45.536808image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:45.919281image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:46.177133image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:46.444588image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:46.721877image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:47.080724image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:47.483021image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:47.758459image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:48.126127image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:48.497245image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:48.820242image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:49.292861image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:49.850277image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:50.595193image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:51.407229image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:51.903156image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:52.220159image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:52.697329image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:53.088597image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:53.393336image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:53.690466image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:54.026911image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:54.592856image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:55.197470image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:55.815767image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:56.396346image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:56.961892image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:57.955296image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:58.791928image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:44:59.468158image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:45:00.212265image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:45:00.761832image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
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2021-05-24T10:49:00.628344image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:01.486100image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:01.915352image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:02.311703image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:02.653000image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:03.001683image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:03.337616image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:03.694288image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:04.077482image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:04.463001image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:04.836283image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:05.227018image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:05.602771image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:05.946566image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:06.300752image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:06.587588image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:06.843476image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:07.075567image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:07.421844image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:07.766672image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:08.154831image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:08.602548image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:09.125808image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:09.659940image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:10.144735image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:10.620109image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:11.010518image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:11.370109image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:11.794533image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:12.216827image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:12.948202image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:13.527235image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:14.099923image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:14.555631image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:15.058972image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:15.608167image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:16.141881image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Correlations

2021-05-24T10:49:35.388637image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2021-05-24T10:49:36.136950image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2021-05-24T10:49:36.984076image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2021-05-24T10:49:37.756792image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

2021-05-24T10:49:17.359127image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T10:49:20.898943image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Sample

First rows

df_indexuser_idmain_homemain_home2mainpageschoolreportpagemain_mimelightcoursetabmain_learnparkpartnergamebarrierspageevaulationcentercoupon_visitclick_buyprogress_barppttaskvideo_playvideo_readnext_nizeanswer_taskchapter_modulecourse_tabslide_subscribebaby_infoclick_notunlockedshareclick_dialog
010860820000027634440777464010000020003127424527181146031152
1893782000002625695620742610000000005529153928120115021
2178912000002377114407106872111010000006236504154241729125582
3615420000022069991781188110400000003463625387030232356170211
464184200000249174554910469416010000004029124543627101256271
510843620000027634191054732540000000021169141494225041
6841382000002555569769833736000000003433472929180025081
712453320000028806044120220400002002935152313201258300100
85915620000024810026158900000000000000000003001
99728820000026818941341411200000000000000262145111

Last rows

df_indexuser_idmain_homemain_home2mainpageschoolreportpagemain_mimelightcoursetabmain_learnparkpartnergamebarrierspageevaulationcentercoupon_visitclick_buyprogress_barppttaskvideo_playvideo_readnext_nizeanswer_taskchapter_modulecourse_tabslide_subscribebaby_infoclick_notunlockedshareclick_dialog
1346472942000002444901243122042010000000000002045101
13471184292000002819119653181030000000021500000011540000
13488767220000025964801791824160000000000000120211071
1349605822000002487103401997312839202000382815252818212920590
13504564920000024414610111210000000000000001025001
13515404020000024667806015910002030000000000003001
135211603020000027940083632532000000000011400280000000
1353369520000016981356880600000000000000000003000
135410668920000027528037922214200000000096411741025002
1355530132000002464328933722670010000004827132335188295411